{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "803ad4b9-a7ee-456f-8cbe-5a9fa5a54289",
   "metadata": {},
   "source": [
    "# 逆快速傅里叶变换ifft去噪还原\n",
    "具体要求参考：[链接](https://www.wolai.com/zzutai/e5LKjihtDL6q1q3xYXSREM)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "4fc1192b-7319-43f5-a1c4-99a0b7e2fd00",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 2000x1000 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import math\n",
    "\n",
    "# 画图设置\n",
    "plt.style.use('default')\n",
    "plt.rcParams['font.family'] = ['SimHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "\n",
    "# 生成正弦波\n",
    "def getSin(amp,freq,phase,sampleList):\n",
    "    return amp*np.sin(-2*math.pi*freq*sampleList+phase)\n",
    "\n",
    "# 生成余弦波\n",
    "def getCos(amp,freq,phase,sampleList):\n",
    "    return amp*np.cos(-2*math.pi*freq*sampleList+phase)\n",
    "\n",
    "# 去掉低振幅噪音\n",
    "def denoise(arr, thresh):\n",
    "    # arr[arr < thresh] = 0\n",
    "    # return arr  \n",
    "    mask= (arr > thresh)\n",
    "    mask= mask + 0 # 用mask加0把True和False转化成1和0显示，掩模的值是1，相乘保留数值；反之是0，相乘则为0\n",
    "    fCoef_clean = mask * arr\n",
    "    return fCoef_clean\n",
    "\n",
    "# 1. 获得混合波形\n",
    "srate=3000\n",
    "t=np.linspace(0,1,srate)\n",
    "\n",
    "t2=np.linspace(0,500,500)\n",
    "\n",
    "s1=getSin(amp=1.5, freq=30, phase=0,sampleList=t)    \n",
    "s2=getCos(amp=3, freq=5, phase=0,sampleList=t)  \n",
    "s3=getSin(amp=10, freq=100, phase=0,sampleList=t) \n",
    "s4=getCos(amp=20, freq=120, phase=0,sampleList=t) \n",
    "\n",
    "m=s1+s2+s3+s4\n",
    "\n",
    "# 2.获得傅里叶系数\n",
    "fCoefs = np.fft.fft(m,srate)\n",
    "\n",
    "# 3. 获得振幅列表：每一个绕线的重心到原点的距离\n",
    "amp_list=2 * np.abs(fCoefs/srate)\n",
    "\n",
    "# 把频率轴从 0~300 转变成 0~149 然后 -150~-1\n",
    "freqs = np.fft.fftfreq(len(amp_list), 1/srate)\n",
    "\n",
    "# 然后把频率轴和数据都变成 0hz 在中间，向左是负频率，向右是正频率的形式\n",
    "amp_shifted=np.fft.fftshift(amp_list)\n",
    "freq_shift=np.fft.fftshift(freqs)\n",
    "\n",
    "#去噪音前\n",
    "fg ,ax = plt.subplots(2,2,figsize=(20,10))\n",
    "\n",
    "ax[1,0].stem(freq_shift,amp_shifted)\n",
    "ax[1,0].set_xlim([-150,150])\n",
    "ax[1,0].set_title(\"双重去噪之前振幅谱\")\n",
    "ax[1,0].grid()\n",
    "\n",
    "#绘制未过滤数据混合波形时域图\n",
    "ax[0,0].plot(t2, m[:500])\n",
    "ax[0,0].set_xlim([0,500])\n",
    "ax[0,0].set_title(\"原始未过滤数据的复合波形时域图\")\n",
    "ax[0,0].grid()\n",
    "\n",
    "\n",
    "# 去噪音后\n",
    "amp_shifted[(freq_shift>110) | (freq_shift<-110)]= 0  #去除频率大于110hz和小于-110hz的噪音\n",
    "amp_shifted = denoise(amp_shifted, 1) #将振幅小于1的噪声全部去除   \n",
    "\n",
    "# 获得噪音波形的频域图\n",
    "am = np.fft.ifftshift(amp_shifted)\n",
    "mask = am > 0\n",
    "\n",
    "fCoef_clean = mask * fCoefs\n",
    "s_denoise = np.fft.ifft(fCoef_clean)\n",
    "\n",
    "#去噪后\n",
    "ax[1,1].stem(freq_shift,amp_shifted)\n",
    "ax[1,1].set_xlim([-150,150])\n",
    "ax[1,1].set_ylim([-1,21])\n",
    "ax[1,1].set_title(\"双重去噪之后振幅谱\")\n",
    "ax[1,1].grid()\n",
    "\n",
    "#绘制去噪音混合波形时域图\n",
    "ax[0,1].plot(t2, np.real(s_denoise[:500]))\n",
    "ax[0,1].set_xlim([0,500])\n",
    "ax[0,1].set_title(\"双重过滤 去除了最高频率之后的混合波形时域图\")\n",
    "ax[0,1].grid()\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()\n"
   ]
  }
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